Výsledky vyhľadávania - multi-layer modular algorithm~

Identifying Mild Hepatic Encephalopathy Based on Multi-Layer Modular Algorithm and Machine Learning Autor Zhang, Gaoyan, Li, Yuexuan, Zhang, Xiaodong, Huang, Lixiang, Cheng, Yue, Shen, Wen

“… In this study, we aimed to use multi-layer modular algorithm to study abnormality in dynamic graph properties of brain network in MHE patients and construct a machine learning model to identify individual MHE from noHE…”
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Multi-Layer Event-Based Vehicle-to-Grid (V2G) Scheduling With Short Term Predictive Capability Within a Modular Aggregator Control Structure Autor Krueger, Hannes, Cruden, Andrew

“…). The scheduling strategy shown is based on a robust modular high-level aggregator control structure and a proposed communications and data management system…”
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A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals Autor Barone, Francesco Pio, Dell’Aquila, Daniele, Russo, Marco

“… In this scenario, the development of effective GW detection algorithms is crucial. We propose a novel layered framework for real-time detection of GWs inspired by speech…”
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Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment Autor Khadjeh Nassirtoussi, Arman, Aghabozorgi, Saeed, Ying Wah, Teh, Ngo, David Chek Ling

“…•FOREX prediction through text mining of news is viable and effective.•Feature-selection by abstraction of word-hypernyms increases prediction…”
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A Multi-Layer Quantum-Resilient IoT Security Architecture Integrating Uncertainty Reasoning, Relativistic Blockchain, and Decentralised Storage Autor Iovane, Gerardo

“… quantum threats into account. In this case, we propose a modular architecture that integrates quantum-inspired cryptography (QI…”
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Structural Clustering of Multi-Layer Graphs Autor Liu, Xudong, Zou, Zhaonian, Wang, Run-An, Liu, Dandan

“… Community detection on multi-layer graphs has been investigated to gain deeper insights into the modular structures of real-world graphs…”
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HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection Autor Huang, Ling, Wang, Chang-Dong, Chao, Hong-Yang

“…Multi-layer network community detection has drawn an increasing amount of attention recently…”
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Dynamic System Modeling Using a Multisource Transfer Learning-Based Modular Neural Network for Industrial Application Autor Duan, Haoshan, Meng, Xi, Tang, Jian, Qiao, Junfei

“… Due to the ability to handle complex tasks, modular neural networks (MNN) have been widely applied to industrial process modeling…”
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A Stochastic Computational Multi-Layer Perceptron with Backward Propagation Autor Yidong Liu, Siting Liu, Yanzhi Wang, Lombardi, Fabrizio, Jie Han

“… of the network parameters. In this paper, a stochastic computational multi-layer perceptron (SC-MLP) is proposed by implementing the backward propagation algorithm for updating the layer weights…”
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Rough-fuzzy MLP: modular evolution, rule generation, and evaluation Autor Pal, S.K., Mitra, S., Mitra, P.

“…A methodology is described for evolving a Rough-fuzzy multi layer perceptron with modular concept using a genetic algorithm to obtain a structured network suitable for both classification and rule extraction…”
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Multi-Layer and Multi-Objective Optimization Design of Supporting Structure of Large-Scale Spherical Solar Concentrator for the Space Solar Power Station Autor Yang, Yang, Hu, Jun, Zhu, Lin, Pei, Mengchen

“…Space solar power station is a novel renewable energy equipment in space to provide the earth with abundant and continuous power. The Orb-shaped Membrane…”
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Design of Dynamic Modular Neural Network Based on Adaptive Particle Swarm Optimization Algorithm Autor Qiao, Jun-Fei, Lu, Chao, Li, Wen-Jing

“…To solve the problem that subnetwork output cannot be optimally integrated in a modular neural network (MNN…”
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Prunability of Multi-Layer Perceptrons Trained with the Forward-Forward Algorithm Autor Nikov, Mitko, Strnad, Damjan, Podgorelec, David

“…We explore the sparsity and prunability of multi-layer perceptrons (MLPs) trained using the Forward-Forward (FF…”
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MultilayerPy (v1.0): a Python-based framework for building, running and optimising kinetic multi-layer models of aerosols and films Autor Milsom, Adam, Lees, Amy, Squires, Adam M., Pfrang, Christian

“…Kinetic multi-layer models of aerosols and films have become the state-of-the-art method of describing complex aerosol processes at the particle and film level…”
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A Joint Multi-Layer Planning Algorithm for IP Over Flexible Optical Networks Autor Gkamas, Vasileios, Christodoulopoulos, Konstantinos, Varvarigos, Emmanouel

“…We consider the multi-layer network planning problem for IP over flexible optical networks, which consists of three subproblems at two layers…”
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A Modular Approach to Construction of Spiking Neural Networks Autor Lee, Kyunghee, Shi, Hongchi

“…In this paper, we propose a modular approach to construction of multi-layer spiking neural networks with a Coulomb energy function based learning algorithm for training each module…”
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Open-Circuit Fault Diagnosis of Modular DC-DC Converter Based on Multi-Layer Perception Autor Zare, Armin, Babalou, Milad, Torkaman, Hossein

“… This paper presents a neural network model, specifically a multi-layer perception (MLP), for the detection of open-circuit faults (OCFs…”
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Secure Image Encryption with Optimized Chaotic Sequences and Multi-layer Cryptographic Operations Autor Sethi, Jagannath, Mishra, Sudhansu Kumar, Dash, Prajna Parimita, Bhutani, Monica

“… Pixel permutation occurs through an adaptive key generation process, leading to a multi-stage encryption operation performed through XOR diffusion with modular transformations…”
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A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals Autor Francesco Pio Barone, Dell'Aquila, Daniele, Russo, Marco

“… In this scenario, the development of effective gravitational wave detection algorithms is crucial…”
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Multi-scale brain networks Autor Betzel, Richard F., Bassett, Danielle S.

“…The network architecture of the human brain has become a feature of increasing interest to the neuroscientific community, largely because of its potential to…”
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